MULTICHANNEL EEG-BASED BRAIN-COMPUTER COMMUNICATION

被引:287
作者
WOLPAW, JR [1 ]
MCFARLAND, DJ [1 ]
机构
[1] SUNY ALBANY, ALBANY, NY 12201 USA
来源
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY | 1994年 / 90卷 / 06期
关键词
PROSTHESIS; REHABILITATION; ASSISTIVE COMMUNICATION; OPERANT CONDITIONING; SENSORIMOTOR CORTEX; MU RHYTHM; ELECTROENCEPHALOGRAPHY;
D O I
10.1016/0013-4694(94)90135-X
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Individuals who are paralyzed or have other severe movement disorders often need alternative means for communicating with and controlling their environments. In this study, human subjects learned to use two channels of bipolar EEG activity to control 2-dimensional movement of a cursor on a computer screen. Amplitudes of 8-12 Hz activity in the EEG recorded from the scalp across right and left central sulci were determined by fast Fourier transform and combined to control vertical and horizontal cursor movements simultaneously. This independent control of two separate EEG channels cannot be attributed to a non-specific change in brain activity and appeared to be specific to the mu rhythm frequency range. With further development, multichannel EEG-based communication may prove of significant value to those with severe motor disabilities.
引用
收藏
页码:444 / 449
页数:6
相关论文
共 31 条
  • [31] WONNACOTT TH, 1977, INTRO STATISTICS